Project Report: Recent submissions

  • A Comprehensive Survey on Chilli Leaf Disease Detection Techniques Using YOLO 
    Anzum, Tanvir (2025-05-14)
    Chilli (Capsicum annuum) is an economically vital crop extensively cultivated in countries like Bangladesh, India, and Indonesia. However, the crop is highly susceptible to fungal, bacterial, and viral diseases that ...
  • Mental Health Prediction Among Medical Students Using Machine Learning 
    Tithi, Nosrat Jahan; Haque, Kazi Zakiul (Daffodil International University, 2025-05-14)
    Mental health is a critical aspect of well-being, influencing individuals' ability to function in daily life and cope with stress. Medical students struggle with depression alongside their demanding academic schedule and ...
  • An Online-Based Hotel Booking and Room Rental Web Application - TourStay 
    Mridul, Md. Mostak Ahamed (Daffodil International University, 2025-05-14)
    In the midst of the fast growth of technology, online hotel and room reservations are already a necessity among many travelers. The culmination of this academic year presents a Hotel Booking and Room Rental Web Application ...
  • Bangla News Headline Classification and Sentiment Analysis using Bangla Bert 
    Jone, Israk Hasan; Alam, Badrul (Daffodil International University, 2025-05-14)
    As a core task of natural language processing, text classification is widely used in many fields. Reading newspapers in daily life is a very common practice, but before reading, everyone first check the newspaper headlines. ...
  • Early Detection of Ovarian Cancer using Deep Learning 
    Kamal, Saad; Sakib, Sadekul Hasan (Daffodil International University, 2025-05-14)
    Ovarian cancer is one of the deadliest gynecological malignancies, and early diagnosis through histopathological image analysis can significantly improve patient outcomes. This study proposes a convolutional neural network ...
  • Prosthetic hand: Arduino based Prosthesis hand for Adaptive control 
    Anik, Rubaiat Hasan; Sykat, Towhidul Islam (Daffodil International University, 2025-05-14)
    This project presents the design and implementation of an Arduino-based prosthetic hand with adaptive EMG control, offering an affordable and functional solution for upper-limb amputees. Traditional prosthetics are often ...
  • Student Mental Health Prediction using Maching Learning Techniques 
    Hemal, Atikul Islam (Daffodil International University, 2025-05-14)
    This research delivers a machine learning prediction system which tracks student stress levels and smartphone addiction behaviors because these control mental health and educational outcomes. The rising addiction to ...
  • Web Based Ed-Tech Platform 
    Hoque, Ariful; Ahmed, SM. Faisal (Daffodil International University, 2025-05-14)
    This project describes the design and development of a Ed-Tech platform aimed at filling the gap between traditional and digital education systems, as it provides the overall modular and user-oriented learning experience. ...
  • Exploring LLMs for Bangla Text Summarization: A T5-Based Abstractive Approach 
    Ornob, Kawshik Ahmed; Shuvo, Bibakananda Roy (Daffodil International University, 2025-05-14)
    This project develops an abstractive summarization system for Bangla news articles using small-scale transformer models, specifically small MT5 (300M parameters) and BT5 Base (247M parameters), to generate long summaries ...
  • Fruit Quality Classification using Deep Learning and Explainable AI 
    Annafi, Abdun Nafi; Muhtasim, Tasnuva (Daffodil International University, 2025-05-14)
    Fruit quality classification is a critical task in agriculture and food industries to ensure standardization and market value. This study evaluates the performance of VGG19, MobileNetV2, ResNet50, custom CNN and BiLSTM for ...
  • Deep Learning approach for Automated Blood Cancer Cells detection 
    Halder, Shuvo (Daffodil International University, 2025-05-14)
    A deep learning approach to automatic blood cancer diagnosis is proposed in this thesis. The aim of this research is to develop an efficient system for accurate early-stage diagnosis and thereby improve healthcare outcomes. ...
  • Restaurant Management System 
    Karim, Asif (Daffodil International University, 2025-05-14)
    The project involves developing a restaurant management system using Laravel, designed to help with the everyday tasks at small to mid-sized restaurants. The system was designed to allow customers to view the menu, book ...
  • Parkinson’s Disease Detection Using Machine Learning: A Comparative Study of Classification Algorithms 
    Rifat, Samiul Haque (Daffodil International University, 2025-05-14)
    Parkinson’s disease (PD) is a neurodegenerative movement disorder resulting from the loss of dopamine neurons that causes tremor, bradykinesia, and rigidity as its cardinal motor symptoms, dramatically affecting patient ...
  • The Smart house Rent Collection System 
    Ripon, Md (Daffodil International University, 2025-05-14)
    Rental property management in third world nations faces lapses in procedure because of poor follow-up, communication gap and dearth of digital channel. To solve these problems, this paper describes the design and implementation ...
  • A comparative study of yolov8 and faster r-CNN in potato, apple & grape leaf disease detection for precision 
    Hosen, Mahfuj; Barman, Tanoy (Daffodil International University, 2025-05-14)
    This study investigates the use of deep learning models, specifically YOLOv8 and Faster R-CNN, for real-time object identification and autonomous plant disease diagnosis. The research uses a dataset consisting of 38 ...
  • A Comparative Study for Rice Blast Disease Detection Using Deep Transfer Learning 
    Shahriar, Md. Rakib; Rifat, Md. Jannatul Naeem (Daffodil International University, 2025-05-14)
    Rice is a fundamental food crop for more than half of the global population, especially in agrarian countries like Bangladesh. However, fungal diseases such as leaf blast, neck blast, and node blast, caused by Magnaporthe ...
  • Travel and Tour Website For Tourist 
    Emu, Md Saiful Islam (Daffodil International University, 2025-05-14)
    Our travel website project is a modern, responsive, and user-focused web application designed to improve the experience of discovering and arranging travel destinations online. Its main goal is to offer an intuitive and ...
  • IoT Based Air Quality Monitoring System 
    Sohan, Sakhawat Hossain; Bushra, Rukaiya Afnan (Daffodil International University, 2025-05-14)
    Today's world is solely dependent on the IoT. As the number of automated devices related to the IoT is increasing in the world, new technologies are constantly being invented. IoT is where data is sensed from the environment ...
  • Smart health: a case study of lung cancer prediction utilizing image processing of computed tomography (CT) scan 
    Mia, Sujan; Tanvir Nasif, Md. Mashrur (Daffodil International University, 2025-05-14)
    In this paper, I explored the task of categorizing medical images into three categories: benign, malignant, and normal. The dataset comprises images which are preprocessed and resized for model training. After preprocessing, ...
  • Age-stratified risk of dengue infection: A case control study in urban Dhaka 
    Nife, Mirza Md. Naimur Rahman (Daffodil International University, 2025-05-15)
    Dengue fever continues to pose a major health problem in Bangladesh in crowded city areas like Dhaka. Here, factors related to the environment and population help the disease spread. This study looks at how different age ...

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